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Automation Risk Analysis

Will “Data Management Associate” be Automated?

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AI Exposure Risk

62%

“Data Management Associate” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Data Management Associate” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Avg. Annual Salary $107,440
Avg. Hourly Wage $51.65
Available Jobs (US) 73,180
Job Title & Hierarchy Code (SOC) Database Administrators #15-1242
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Administrators”

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Core Skills & Abilities

  • Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

  • Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.

  • Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.

  • Test programs or databases, correct errors, and make necessary modifications.

  • Train users and answer questions.

  • Revise company definition of data as defined in data dictionary.

  • Provide technical support to junior staff or clients.

  • Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.

  • Plan and install upgrades of database management system software to enhance database performance.

  • Test changes to database applications or systems.

  • Review procedures in database management system manuals to make changes to database.

  • Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

  • Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.

  • Select and enter codes to monitor database performance and to create production databases.

  • Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • Specify users and user access levels for each segment of database.

Technologies & Software

  • FileMaker Pro
  • BMC Software Change Manager
  • Google Angular
  • Red Hat Enterprise Linux
  • Oracle Database
  • Apache Hadoop
  • Microsoft Dynamics
  • Eclipse IDE
  • Snowflake
  • Hibernate ORM
  • IBM InfoSphere DataStage
  • EMC NetWorker
  • Data modeling software
  • Perl
  • Red Hat OpenShift
  • Index tuning software
  • Embarcadero Technologies DBArtisan
  • MariaDB
  • Bash
  • Microsoft Visual C# .NET
  • Geographic information system GIS software
  • Safe Software FME
  • SAP Replication Server
  • SAP Adaptive Server Enterprise
  • Dynamic hypertext markup language DHTML
  • Job control language JCL
  • PHP
  • Ab Initio
  • BMC Software Recovery Manager RMAN
  • Git
  • Linux
  • Amazon Simple Storage Service S3
  • Oracle Enterprise Manager
  • Mistral (Mistral AI)
  • SentryOne SQL Sentry
  • Data validation software
  • Delphi Technology
  • Greenplum Database
  • SAP software
  • Common business oriented language COBOL
  • Oracle JD Edwards EnterpriseOne
  • Google Meet
  • Virtual private networking VPN software
  • IBM ADSTAR
  • Perforce Helix software
  • Data definition language DDL
  • Mistral AI (chat/models)
  • SolarWinds
  • Tableau
  • MySQL
  • Test data generator software
  • Cisco Webex
  • Docker
  • Microsoft SQL Server Reporting Services SSRS
  • Amazon Web Services AWS software
  • Epic Systems
  • Microsoft ASP.NET
  • Restructured extended executor REXX
  • Amazon CodeWhisperer
  • Apache Spark
  • IBM Interactive System Productivity Facility ISPF
  • Nearpod
  • Apache Ant
  • v0 by Vercel
  • Microsoft Visual Basic Scripting Edition VBScript
  • Zabbix
  • Microsoft Word
  • SAS
  • Shell script
  • NortonLifeLock cybersecurity software
  • Human resource management software HRMS
  • Apache Groovy
  • Scala
  • Microsoft Windows Server
  • LogMeIn GoToMeeting
  • Ext JS
  • MongoDB
  • Oracle Fusion Middleware
  • Blackboard software
  • Cluster server software
  • Fund accounting software
  • Microsoft Azure Data Factory
  • Microsoft Exchange
  • Claude (Anthropic)
  • MicroStrategy
  • GitHub Copilot
  • Microsoft Visual Basic for Applications VBA
  • Google Antigravity
  • LexisNexis
  • IBM Rational Data Architect
  • Skype
  • Perplexity AI
  • Concurrency control software
  • Transact-SQL
  • Microsoft SQL Server Integration Services SSIS
  • Qlik Tech QlikView
  • Oracle Designer
  • Splunk Enterprise
  • Microsoft PowerShell
  • Oracle Business Intelligence Enterprise Edition
  • Quest Erwin Data Modeler
  • Salesforce Visualforce
  • Informatica Corporation PowerCenter
  • C#
  • Veritas NetBackup
  • Data transformation services DTS software
  • Apache Solr
  • Salesforce software
  • IBM SPSS Statistics
  • Oracle PeopleSoft Financials
  • Prolog
  • PySpark
  • Microsoft Access
  • Integrated development environment IDE software
  • Ansible software
  • Computer Associates Log Analyzer
  • Codeium
  • CA IDMS
  • Informatica software
  • Database capacity planning software
  • KornShell
  • Oracle Java
  • Chef
  • Selenium
  • NetSuite ERP
  • Puppet
  • Relational database management system software
  • Microsoft PowerPoint
  • Wireshark
  • Apache Airflow
  • Data mapping software
  • Oracle Learning Management
  • LAMP Stack
  • Microsoft Dynamics GP
  • Oracle Fusion Applications
  • Swift
  • Apache Struts
  • IBM DB2
  • Oracle JDBC
  • Apache Subversion SVN
  • Deployment software
  • Operating system software
  • Kimi (Moonshot AI)
  • JavaScript
  • BMC Software Control-M
  • Devin (Cognition AI)
  • Hewlett Packard HP-UX
  • Oracle Reports
  • Storage management software
  • Apache Pig
  • Microsoft SharePoint
  • Extensible markup language XML
  • HP DataProtector
  • Encryption software
  • Blackbaud The Raiser's Edge
  • Teradata Active Enterprise Data Warehouse
  • C++
  • StataCorp Stata
  • Micosoft SQL Server Analysis Services SSAS
  • Llama (Meta)
  • Data manipulation language DML
  • Red Hat Ansible Engine
  • Amazon Elastic Compute Cloud EC2
  • Apache Cassandra
  • Microsoft Office software
  • ADO.NET
  • Apache Mahout
  • Teradata Database
  • Database design software
  • Cascading style sheets CSS
  • Computer based training software
  • Hewlett Packard LoadRunner
  • Gemini Code Assist
  • Marketo Marketing Automation
  • Tabnine
  • Apache Hive
  • Couchbase Server
  • ESRI ArcGIS software
  • Oracle Data Guard
  • Apache Kafka
  • ASG Technologies ASG-Zeke
  • JavaScript Object Notation JSON
  • LogMeIn GoToWebinar
  • Atlassian Bamboo
  • Amazon Data Pipeline
  • Amazon Redshift
  • Redgate SQL Server
  • Microsoft Visual Basic
  • Ruby on Rails
  • Apache Sqoop
  • Microsoft Visual Studio
  • jQuery
  • Oracle Eloqua
  • Oracle E-Business Suite Financials
  • Relational database management software
  • Oracle Real Application Cluster RAC
  • Citrix cloud computing software
  • Qwen (Alibaba)
  • Python
  • Oracle SQL Loader
  • Advanced business application programming ABAP
  • Database software
  • Ruby
  • Oracle Golden Gate
  • Django
  • Catalog navigation software
  • Microsoft Power BI
  • SAP PowerBuilder
  • Atlassian Confluence
  • VMware
  • IBM Notes
  • Oracle JavaServer Pages JSP
  • Atlassian JIRA
  • Oracle Enterprise Manager Cloud Control
  • Bolt.new
  • Access management software
  • Amazon DynamoDB
  • Oracle SQL Developer
  • Oracle Primavera Enterprise Project Portfolio Management
  • Apache Tomcat
  • Quest SharePlex
  • Microsoft SQL Server
  • Elasticsearch
  • Go
  • Nova (Amazon)
  • R
  • Oracle Solaris
  • Database testing software
  • UNIX Shell
  • Microsoft Visual Basic.NET
  • IBM WebSphere
  • Microsoft Azure software
  • Microsoft Publisher
  • Ubuntu
  • IBM Informix
  • Nagios
  • CA Easytrieve Report Generator
  • Apache Maven
  • DeepSeek
  • Quest Central
  • Acronis Recovery Expert
  • Storage area network SAN software
  • SAP Business Objects
  • Systems and data disaster recovery software
  • Microsoft ASP.NET Core MVC
  • GitHub
  • Informatica Big Data
  • Database security software
  • Supervisory control and data acquisition SCADA software
  • Drupal
  • Google Analytics
  • Spring Boot
  • Red Hat WildFly
  • Amazon Web Services AWS CloudFormation
  • Unified modeling language UML
  • Apache HTTP Server
  • ReCrystallize Crystal Reports
  • Ellucian Banner ERP
  • UNIX
  • Customer information control system CICS
  • Microsoft Excel
  • Microsoft Windows
  • Microsoft Outlook
  • NoSQL
  • Cursor AI
  • JUnit
  • McAfee
  • Microsoft ActiveX
  • Oracle Hyperion
  • Microsoft .NET Framework
  • IBM Cognos Impromptu
  • The MathWorks MATLAB
  • Data dictionary software
  • Extensible hypertext markup language XHTML
  • Grok (xAI)
  • Pentaho Kettle
  • PostgreSQL
  • Minitab
  • Structured query language SQL
  • DOS shell script
  • Oracle Taleo
  • IBM Domino
  • SAP Crystal Reports
  • Lovable.dev
  • Autodesk Revit
  • Microsoft Project
  • Visual Paradigm DB Visual ARCHITECT
  • Gemini (Google)
  • Adobe Dreamweaver
  • Microsoft Visio
  • Apple macOS
  • Database cloning software
  • IBM Power Systems software
  • Oracle WebLogic Server
  • Oracle PL/SQL
  • Enterprise JavaBeans
  • Dassault Systemes CATIA
  • Jupyter Notebook
  • C
  • ChatGPT (OpenAI)
  • Oracle PeopleSoft
  • Oracle SQL Plus
  • Spring Framework
  • Object database management system ODBMS
  • Node.js
  • MapR Converged Data Platform
  • Oracle Application Express APEX
  • Hypertext markup language HTML
  • Microsoft Active Server Pages ASP
  • AJAX
  • Backbone.js
  • Hard disk drives
  • Tape libraries
  • Notebook computers
  • Redundant array of independent disks RAID systems
  • Desktop computers
  • Mainframe computers